Sustainability and Conservation
Sustainability and Conservation
Advised on how LLM-powered information extraction and advanced AI capabilities can help track illegal, unreported, and unregulated (IUU) fishing.
Brought cutting edge analytics to bear upon analysis of forest-risk commodities—linking forensic origin models with trade data to flag shipments with suspicious origin claims, surface high-risk records for further scrutiny, and support domain experts with clear, explainable risk signals and investigation workflows.
Advised on how anomaly detection models can be used to flag suspicious shipments, surface human-interpretable explanations, and provide algorithmic recourse strategies to help legitimate traders and supply-chain partners understand and remediate patterns that trigger false positives.
Advised on how LLM-powered information extraction and advanced AI capabilities can help track illegal, unreported, and unregulated (IUU) fishing.
Brought cutting edge analytics to bear upon analysis of forest-risk commodities—linking forensic origin models with trade data to flag shipments with suspicious origin claims, surface high-risk records for further scrutiny, and support domain experts with clear, explainable risk signals and investigation workflows.
Advised on how anomaly detection models can be used to flag suspicious shipments, surface human-interpretable explanations, and provide algorithmic recourse strategies to help legitimate traders and supply-chain partners understand and remediate patterns that trigger false positives.